“…Flash rates are correlated with numerous meteorological variables, including surface temperature [Price, 1993;Williams and Stanfill, 2002;Markson, 2007], convective available potential energy (CAPE) [Rutledge et al, 1992], cloud top height [Price and Rind, 1992;Price et al, 1997], cold-cloud depth [Futyan and Del Genio, 2007;Yoshida et al, 2009], convective precipitation [Meijer et al, 2001], upper tropospheric convective mass flux , integrated convective mass flux [Deierling et al, 2005], updraft vertical velocity or volume Barthe et al, 2010], precipitation ice mass, path, or flux Barthe et al, 2010], and aerosol concentration [Michalon et al, 1999;Andreae et al, 2004;Altaratz et al, 2010;Yuan et al, 2011].…”